The flashing lights from the construction site across the street, combined with the thumping bass from the upstairs apartment, were slowly driving her mad. Evelyn lay in bed, her eyes wide, staring at the ceiling. The sounds had become an inescapable chorus. She felt an unbearable pressure in her chest.

She pulled the covers over her head, trying to muffle the noise, but the sounds still throbbed through her. She squeezed her eyes shut, wishing she could just shut everything out. She felt a profound sense of isolation.

She threw the covers off in an abrupt movement, as if trying to rip away the feeling of oppression. She sat up, her face pale, and swung her legs over the side of the bed. She had a sudden desire to be far away from here.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216